FaustoS88/Pydantic-AI-Pinescript-Expert
PineScript Expert: A Retrieval-Augmented Generation (RAG) agent using Pydantic AI that provides accurate Pine Script v6 guidance. It answers questions, offers code examples, and generates custom indicators/strategies for TradingView. Combines vector search with LLM capabilities for precise Pine Script programming assistance.
Implements a two-tier RAG pipeline with hybrid BM25+vector search, recursive chunking, and Anthropic Contextual Retrieval, achieving 0.833 faithfulness and 92% context relevance on code generation tasks. Built on PostgreSQL with pgvector for semantic storage, supports both OpenAI and OpenRouter LLM backends, and exposes the agent through Streamlit web UI, interactive CLI, and programmatic Python API for integration into trading workflows.
Stars
42
Forks
16
Language
Python
License
MIT
Category
Last pushed
Mar 09, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/FaustoS88/Pydantic-AI-Pinescript-Expert"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
ZhuLinsen/daily_stock_analysis
LLM驱动的 A/H/美股智能分析器，多数据源行情 + 实时新闻 + Gemini 决策仪表盘 + 多渠道推送，零成本，纯白嫖，定时运行
derisk-ai/OpenDerisk
AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent...
johnsonhk88/AI-Bank-Statement-Document-Automation-By-LLM-And-Personal-Finanical-Analysis-Prediction
AI Bank Statement Document Automation By LLM model and Personal Finanical Analysis
RUC-NLPIR/FinSight
FinSight: Towards Real-World Financial Deep Research. 🎯One ticker, one click, one...
flash131307/multi-agent-investment
Multi-agent equity research system with deterministic signal fusion — 3 specialized agents...